Sara A Burgess1, Faith P Palevich2, Amanda Gardner2, John Mills2, Gale Brightwell2,3, Nikola Palevich4. 1. Molecular Epidemiology and Veterinary Public Health Laboratory (mEpiLab), Infectious Disease Research Centre, School of Veterinary Science, Massey University, Palmerston North, New Zealand. 2. AgResearch Limited, Hopkirk Research Institute, Palmerston North, New Zealand. 3. New Zealand Food Safety Science and Research Centre, Massey University, Palmerston North, New Zealand. 4. AgResearch Limited, Grasslands Research Centre, Palmerston North, New Zealand.
Abstract
Members of the genus Clostridium are frequently associated with meat spoilage. The ability for low numbers of spores of certain Clostridium species to germinate in cold-stored vacuum-packed meat can result in blown pack spoilage. However, little is known about the germination process of these clostridia, despite this characteristic being important for their ability to cause spoilage. This study sought to determine the genomic conditions for germination of 37 representative Clostridium strains from seven species (C. estertheticum, C. tagluense, C. frigoris, C. gasigenes, C. putrefaciens, C. aligidicarnis and C. frigdicarnis) by comparison with previously characterized germination genes from C. perfringens, C. sporogenes and C. botulinum. All the genomes analysed contained at least one gerX operon. Seven different gerX operon configuration types were identified across genomes from C. estertheticum, C. tagluense and C. gasigenes. Differences arose between the C. gasigenes genomes and those belonging to C. tagluense/C. estertheticum in the number and type of genes coding for cortex lytic enzymes, suggesting the germination pathway of C. gasigenes is different. However, the core components of the germination pathway were conserved in all the Clostridium genomes analysed, suggesting that these species undergo the same major steps as Bacillus subtilis for germination to occur.
Members of the genus Clostridium are frequently associated with meat spoilage. The ability for low numbers of spores of certain Clostridium species to germinate in cold-stored vacuum-packed meat can result in blown pack spoilage. However, little is known about the germination process of these clostridia, despite this characteristic being important for their ability to cause spoilage. This study sought to determine the genomic conditions for germination of 37 representative Clostridium strains from seven species (C. estertheticum, C. tagluense, C. frigoris, C. gasigenes, C. putrefaciens, C. aligidicarnis and C. frigdicarnis) by comparison with previously characterized germination genes from C. perfringens, C. sporogenes and C. botulinum. All the genomes analysed contained at least one gerX operon. Seven different gerX operon configuration types were identified across genomes from C. estertheticum, C. tagluense and C. gasigenes. Differences arose between the C. gasigenes genomes and those belonging to C. tagluense/C. estertheticum in the number and type of genes coding for cortex lytic enzymes, suggesting the germination pathway of C. gasigenes is different. However, the core components of the germination pathway were conserved in all the Clostridium genomes analysed, suggesting that these species undergo the same major steps as Bacillus subtilis for germination to occur.
The authors confirm all supporting data, code and protocols have been provided within the article or through supplementary data files. All clostridia isolates that were genome-sequenced in this study were deposited in GenBank (BioProject accession number PRJNA574489).In this work, we present improved genome assemblies for clostridia species associated with meat spoilage. Our comparative analysis of the improved assemblies provided further resolution of the phylogenetic relationships of the genus
with a focus on identification of genes encoding spore germination functions.
Introduction
Spore-forming bacteria are common contaminants of food and the environment, and as such represent a major source of food poisoning and food spoilage. Blown pack spoilage (BPS) typically occurs in red meat that has been vacuum packaged and stored at consistent chilled temperatures (−1.5 °C) [1], and has been reported in chilled vacuum-packed meats from many countries, including Brazil, Canada, Iceland, Ireland, Germany and New Zealand. BPS is caused by psychrophilic and psychrotrophic
species, including
and
[2-4]. The economic losses in New Zealand and worldwide attributed to product spoilage and market access issues are significant [5, 6], in particular BPS of chilled meat (e.g. venison, lamb and beef) [7].Spore germination occurs when spores sense specific molecules in the environment [8]. Following germination, bacterial cells are more susceptible to inactivating processes such as heat, desiccation, chemical sanitization and UV radiation [9, 10]. Currently, inactivation of spores relies on the use of strong disinfectants or toxic chemicals, including 10 % bleach solutions and fumigation with oxidating agents [11]. These strategies can be challenging to implement over large areas or on porous surfaces. Historically, due to the lack of genetic systems, our understanding of the mechanisms of spore germination in
species has lagged far behind that of the genus
[12-15].Genome sequences are rapidly becoming available for many different clostridia [16-18], and recently we have gathered genome sequences of several
species involved in meat spoilage [4, 19–25]. These genomes will yield important information about the modes of germination that will inform the development of germination induction strategies for a group of economically important spoilage organisms for the New Zealand meat industry. Until recently, germination of Gram-positive anaerobic spore-formers was thought to be similar to that of
[26]. However, studies in
and
have identified two different mechanisms of spore germination.
follows a similar germination pathway to that of
, whereas a different pathway has been observed in
that has not been observed in any other endospore-forming organisms to date [27]. Determination of the genomic conditions for germination in meat spoilage clostridia may allow for the identification of candidate spore germinants.Triggers of spore germination in
are usually low-molecular-weight biomolecules found in the environment and commonly include amino acids and other molecules (cholesterol-based compounds, organic acids, nucleosides, peptidoglycan fragments, etc.). Once triggered, spore germination is initiated via a germinant receptor (GR) followed by the release of dipicolinic acid (DPA) into the core of the developing spore via the SpoVA proteins [15]. Release of DPA results in partial hydration of the core and subsequent activation of the cortex-lytic enzymes (CLEs) CwlJ, SleB-C or Csp1-C [8, 9]. The spore cortex is then broken down by the CLEs that allows additional core hydration and facilitates core expansion, and thus completion of germination and initiation of spore outgrowth. However, the germinant systems and mechanisms differ within the genus
and in some cases within species.To identify the known genes responsible for germination, we incorporated long-read (MinION) technology to re-sequence and improve the quality of recent genomes sequenced, combined with an in-depth comparative in silico genomics analysis of selected meat-associated clostridia. This study aimed to apply a genomics-based approach to investigate the occurrence of genes encoding germination of clostridia spores associated with meat spoilage. This approach can be adopted to control other spore-forming bacteria associated with other food systems, and human or veterinary health.
Methods
Bacterial cultivation and growth conditions
The methods for isolation and cultivation of the various meat spoilage-associated
species (strains FP1, FP2, FP3, FP4 and M14) have been previously detailed [4, 28].
strains DSM 14864T and DSM 8809T, as well as
DSM 14206T were acquired from the Leibniz Institute DSMZ – German Collection of Microorganisms and Cell Cultures. All cultures were retrieved from storage, grown anaerobically at 10 °C in pre-reduced peptone, yeast extract, glucose, starch broth (PYGS) [29], and culture purity was checked by plating. The PYGS was pre-reduced by boiling to remove oxygen and then adding the reducing agent cysteine-HCl. Following autoclaving the PYGS medium was placed into the anaerobic cabinet to reduce further overnight.
Preparation of genomic DNA and whole-genome sequencing
Genomic DNA was extracted from freshly grown cells using a modification of the phenol–chloroform procedure [4]. Bacterial strain identity was verified by 16S rRNA gene amplification [30]. Total DNA concentrations were determined using a NanoDrop ND-1000 (Thermo Scientific) and a Qubit Fluorometer dsDNA BR Kit (Invitrogen), in accordance with the manufacturer’s instructions. Genomic DNA integrity was verified by agarose gel electrophoresis, NanoDrop ND-1000 spectrophotometer (Nanodrop Technologies) and the Qubit dsDNA broad-range (BR) assay kit (Life Technologies).
Long-read genome sequencing and assembly
Long-read sequencing using the Oxford Nanopore Technologies (ONT) MinIon was carried out on the New Zealand meat spoilage strains FP1, FP2, FP3, FP4 and M14, as well as the
strains DSM 14864T and DSM 8809T. Libraries were prepared using the ONT rapid barcoding kit (SQK-RBK004) and sequencing was carried out using a MinION Mk 1B device with a SpotON R9 flow cell (version FLO-MIN106D). Sequencing was followed by base-calling using Guppy v.5.0.7. Reads were demultiplexed using qcat v.1.1.0 (ONT), trimmed using Porechop v.0.2.4 and filtered using Filtlong v.0.2.0. Genome assembly was carried out using Unicycler v.0.4.9b [31] in hybrid mode using previously sequenced Illumina reads [19-25].
Genome sequences
The genome sequences of the seven meat spoilage
strains [five strains previously isolated from New Zealand vacuum packed venison and lamb (FP1, FP2, FP3, FP4, M14) and two strains (
DSM 14864T and DSM 8809T) from spoiled beef] were compared with the genome sequences of 33 other strains from the genus
previously sequenced by other institutes (Table S1, available in the online version of this article) [32-37]. All these genomes were re-annotated using Prokka v.1.13.3 [38].
Comparative pan genome analysis
The program Roary v.3.8.2 [39], using the Prokka-generated GFF file (this is in GFF3 format and comprises both the annotation and sequence for each CDS [38]) as the input, was used to generate a core-genome nucleotide sequence alignment using PRANK. A neighbor-net was constructed in Splits Tree v.4.14.8 [40], using the core-genome alignment.Comparative genomics of the germination genes were carried out using the OrthoMCL algorithm from the tool GET_HOMOLOGUES v.3.4.2 [41], where a default E-value of 1e-05 and a coverage of 20 % was used. Previously characterized germination genes (Table S2) concatenated in Geneious v.9.1.8 [42] and exported as a GBK file were used as the reference. Nucleotide and amino acid orthologous clusters were generated. The additional script ‘compare_clusters.pl’ within GET_HOMOLOGUES was used to generate a pangenome matrix using the amino acid sequence clusters only. A heatmap and dendrogram were generated to visualize the number of homologues for each germination gene using the heatmap.2 function in the gplots library of R (v.4.1.2), visualized in Rstudio (v.2021.09.1). The dendrogram was generated using the euclidean measure to obtain a distance matrix and the complete agglomeration method for clustering. To examine whether there was any correlation between the core genome phylogeny and the dendrogram representing the germination gene presence, a tanglegram was generated using the tanglegram function in the dendextend library of R.The gerX operons were identified using both the annotations generated by Prokka and the orthologous clusters containing the reference gerX genes using GET_HOMOLOGUES, then extracted using Geneious (v.9.1.8). The GerA, GerB and GerC proteins were aligned using the default settings of muscle in mega v.10.0.5 [43] and a phylogenetic tree was generated using the maximum-likelihood method with the Jones–Taylor–Thorton substitution model.
Results and discussion
To gain an understanding of whether genome phylogeny was related to the number of germination gene orthologues and type of germination receptors in
species associated with meat spoilage, a comparative genomics approach was taken. To improve the quality of the assemblies we undertook an illumina short-read and ONT long-read hybrid approach on five strains previously isolated from New Zealand vacuum packed venison and lamb, as well as the type strains
DSM 14864T and DSM 8809T (Table S3). These strains were compared with 33 strains from ten
species previously associated with meat spoilage [5, 6, 44–49].
Core genome analysis
Roary was used to carry out a pan-genome analysis of the 40
strains and
168, with 111 genes identified in the core genome. To examine the genomic phylogeny of these strains, a phylogenetic neighbour-network was generated using the core genome alignment (Fig. 1). In agreement with previous studies, our analysis grouped these genomes into two distinct groups.
,
,
and
along with strains FP3, CF012, FP4, CM028 and CM027 formed one group (A; (a) in Fig. 1).
, Clostridium perfringens, C. gasigenes,
,
and
along with strain M14 formed a second group (B; (b) in Fig. 1). The New Zealand strains FP1 and FP2 sat within the
group, whereas strains FP3, FP4 and M14 formed distinct subgroups. FP3 and FP4 were most closely related to
(type strain A121) and
(type strain DSM 14206) respectively. Similarly, M14 was most closely related to
. The species boundaries identified in our study (as indicated by the coloured ovals in Fig. 1) agree with those proposed by previous comparative genomics analyses using average nucleotide identify (ANI) [4, 17]. Similarly, in these same studies the three strains FP3, FP4 and M14 have been proposed as representing new taxa. However, phenotypic analyses are required to confirm this proposition.
Fig. 1.
Core genome comparison of 40
strains and one
strain. A phylogenetic network was constructed in SplitsTree using a core-genome alignment generated by Roary (v.3.8.2). Bar, 0.01 nucleotide changes per position.
Core genome comparison of 40
strains and one
strain. A phylogenetic network was constructed in SplitsTree using a core-genome alignment generated by Roary (v.3.8.2). Bar, 0.01 nucleotide changes per position.
Conservation of germination genes in meat spoilage
species
Germination comprises five main stages: (1) germination recognition, (2) germination activation, (3) DPA release, (4) cortex hydrolysis and (5) spore hydration [50, 51]. Experimental studies suggest
follows the order of this pathway and is similar to
species [52]. By contrast, cortex degradation begins before DPA release in
and
[53-55]. In our study, differences in the number and type of germination genes conserved by the different meat spoilage
species suggests that there are differences in the germination pathway. However, the number and type of germination genes conserved within each strain did not necessarily relate to its core genome phylogeny. This relationship between core genome phylogeny and the conservation of germination genes was depicted using a tanglegram (Fig. S1), with a cophenetic correlation coefficient of 0.36. All of the germination genes detected were present on the chromosome for those strains sequenced using ONT long-read sequencing.During the first stage of germination, a germinant is recognized by a germination receptor. Germination receptors are generally made up of three proteins: GerA, GerB and GerC [50]. Strain CF003 had the greatest number of gerX genes, with seven gerXA, 12 gerXB and nine gerXC orthologues.In the model organism
, DPA uptake during sporulation and DPA release during germination are associated with the spoVA operon (spoVAA, spoVAB, spoVAC, spoVAD, spoVAEa, spoVAEb, spoVAF) [56-58]. Three of these genes, spoVAC, spoVAD and spoVAE, are conserved in
species [59, 60]. Few studies have investigated the function of SpoVA proteins in
, but one study suggests that SpoVAC is a ‘mechanosensing’ protein, and in
senses changes in osmolarity resulting in release of DPA [61]. However, in
the spoVA operon is not essential for germination [62].
strains as well those strains belonging to group A (Fig. 1), which included
,
,
and
species, all harboured two copies of the spoVA operons (Fig. 2). The presence of two spoVA operons has been found in some strains of
and
as well as various
species and has been associated with increased heat resistance [63, 64].
Fig. 2.
Conservation of selected germination genes in
species associated with meat spoilage. This heat-map shows 20 genes involved in spore germination (a). The presence of a homologue was determined by using the OrthoMCL algorithm in the GET_HOMOLOGUES tool. No homologues were identified in the
genomes of the additional representative genes from B. subtilis: gerPA, gerPB, gerPC, gerPD, gerPE, gerPF, yfkQ, yfkR, yfkT. (b) Three potential pathways as represented by each colour. (c) Those genes that are linked.
Conservation of selected germination genes in
species associated with meat spoilage. This heat-map shows 20 genes involved in spore germination (a). The presence of a homologue was determined by using the OrthoMCL algorithm in the GET_HOMOLOGUES tool. No homologues were identified in the
genomes of the additional representative genes from B. subtilis: gerPA, gerPB, gerPC, gerPD, gerPE, gerPF, yfkQ, yfkR, yfkT. (b) Three potential pathways as represented by each colour. (c) Those genes that are linked.In
and
, cortex degradation occurs through activation of the cortex lytic enzymes CwlJ and SleB followed by peptidoglycan degradation [52, 65–67]. Studies suggest that YpeB is required for SleB activation [66, 68]. Orthologues of ypeB as well as sleB and cwlJ were present in all the strains belonging to group A (Fig. 2), suggesting that cortex degradation is initiated via at least the SleB/YpeB pathway. A previous study demonstrated that although some strains of
harbour both sleB and cwlJ genes, CwlJ was not crucial for germination [68]. In
, the cortex lytic enzyme SleC is activated by a protease CspB [69, 70]. In our analysis, strain M14 and all the
genomes contained both an sleC and cspA homologue, suggesting these strains follow a similar germination pathway to that of
.
Germination gene clusters
To investigate the diversity of germination receptor operons of meat spoilage clostridia, we searched the genomes of the five New Zealand meat spoilage strains along with strain CF003 and the three strains
DSM 14864,
A121 and
CGAS001 for gerX operons. Five different putative gerX configurations were identified (types 1, 3, 4, 5 and 6), along with a lone gerA in M14 and a lone gerB in strain CF003 (Fig. 3). Three of these configurations (types 1, 3 and 4) have been previously identified in a variety of
species, including
,
,
and
[59, 71]. To our knowledge, the configuration types 5 and 6 have not previously been identified. Type 5 has a gerABCBCCB configuration and was identified in three of the New Zealand meat spoilage strains (FP1, FP2, FP3), as well as the strains
DSM 14864 and
CGAS001 (Fig. 3). Multiple gerB genes have been identified in other gerX configurations, but to our knowledge this is the first time a putative gerX operon with multiple gerC genes has been identified. Type 6 has a gerBCA configuration and was identified in two New Zealand meat spoilage strains, FP2 and FP3, but not in any of the reference strains. Interestingly GerB from the BCA cluster was in the same orthologous group as GerB from the ACB configurations as defined using GET_HOMOLOGUES. Strain M14 was unusual in that it contained one putative gerBAC operon and a lone gerA gene. A lone GerA in
has previously been shown to be required for l-alanine-initiated germination [72].
Fig. 3.
Germination receptor gerX operon configurations in selected strains of
associated with meat spoilage. The gerX operon configurations (a) were designated types 1–7 based on the classifications defined previously [59]. Maximum-likelihood phylogenetic trees of the GerA (b), GerB (c) and GerC (d) amino acid sequences from the
strains DSM 14864T and CF003, the
strains A121, FP1 and FP2, the
strain CGAS001, the New Zealand strains FP3, FP4 and M14, as well as the reference strains
ATCC 3502T, BKT015925, Loch Maree, Ekland 17-B,
NCIMB10696 and
168. The GerX type is denoted by the number after the X and the colour block represents each different gerX configuration. The scale bar is the number of substitutions per site.
Germination receptor gerX operon configurations in selected strains of
associated with meat spoilage. The gerX operon configurations (a) were designated types 1–7 based on the classifications defined previously [59]. Maximum-likelihood phylogenetic trees of the GerA (b), GerB (c) and GerC (d) amino acid sequences from the
strains DSM 14864T and CF003, the
strains A121, FP1 and FP2, the
strain CGAS001, the New Zealand strains FP3, FP4 and M14, as well as the reference strains
ATCC 3502T, BKT015925, Loch Maree, Ekland 17-B,
NCIMB10696 and
168. The GerX type is denoted by the number after the X and the colour block represents each different gerX configuration. The scale bar is the number of substitutions per site.The gerX operons have previously been grouped into subtypes based on the similarity of the amino acid sequences [59]. In agreement with previous results [59], amino acid sequences encoding the Ger A, B and C proteins clustered by type or subtype not by strain (Fig. 3b). The gerX type 1 configurations ABC were distributed throughout, with them grouping by subtype. All the strains (except for M14) harboured at least one type 1 operon. Type 1 germination receptors have been shown to sense a variety of germinants, including l-alanine, l-cysteine, l-methionine, l-serine and l-phenylalanine (in the presence of l-lactate) [73].Our findings suggest that
species follow two germination pathways (Fig. 4). The first pathway recognizes germinants through multiple receptors, and cortex degradation occurs via the cwlJ/sleB pathway similar to that of
. The second pathway recognizes germinants through the GerX1 or GerX3 type receptors with cortex degradation occurring through the cspA-C/sleC pathway.
Fig. 4.
Schematic depiction for the proposed pathways during the germination of spores of
species associated with meat spoilage.
Schematic depiction for the proposed pathways during the germination of spores of
species associated with meat spoilage.
Conclusions
This study was carried out to determine whether a genomics approach could be used to provide insights into the possible molecular mechanisms of germination in meat spoilage clostridia. The core components of the germination pathway were conserved in these
species, indicating that they undergo the same major steps as
for sporulation to occur. A key difference between
and the
/
cluster strains was the presence of the gene sleC coding for a cortex lytic enzyme in
strains but not strains from the
/
cluster, suggesting
strains follow a germination pathway similar to that of
. Two additional putative ger operon configurations were identified in some strains of
and
. Experimental data are needed to determine whether these additional ger gene clusters recognize alternative germinants.Click here for additional data file.Click here for additional data file.
Authors: Jason Brunt; Arnoud H M van Vliet; Fédor van den Bos; Andrew T Carter; Michael W Peck Journal: Front Microbiol Date: 2016-10-28 Impact factor: 5.640
Authors: Nikola Palevich; Faith P Palevich; Paul H Maclean; Ruy Jauregui; Eric Altermann; John Mills; Gale Brightwell Journal: Microbiol Resour Announc Date: 2020-05-14
Authors: Nikola Palevich; Faith P Palevich; Paul H Maclean; Ruy Jauregui; Eric Altermann; John Mills; Gale Brightwell Journal: Microbiol Resour Announc Date: 2020-04-30
Authors: Nikola Palevich; Faith P Palevich; Paul H Maclean; Ruy Jauregui; Eric Altermann; John Mills; Gale Brightwell Journal: Microbiol Resour Announc Date: 2020-04-16